Residual Splash for Optimally Parallelizing Belief Propagation.
Joseph GonzalezYucheng LowCarlos GuestrinPublished in: AISTATS (2009)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- loopy belief propagation
- pairwise
- markov networks
- factor graphs
- energy minimization
- fixed point
- energy function
- exact inference
- free energy
- conditional random fields
- probabilistic model
- statistical physics
- multiscale
- sum product
- belief networks
- image restoration
- distributed systems
- upper bound
- lower bound